Even if you can, it wouldn't be worth the effort. Skin on the face is so thin and exfoliates so quickly that it wouldn't last anyway. You would be better off to try something else, like temptu temporary tatoo paint.

Aside from the fact that it's not safe, there are way too many lines on the face, even on young faces, that would make it very frustrating to attempt. The design would not hold its form. It would be a runny feathery mess. Blue works best on large areas of flat skin. Wrists, fingers, ankles feather quite a bit and it's hard to keep a nice line.